Projects

Central hub for downloading, organizing, and summarizing TCGA histology slide data via the GDC API. Supports patient-specific filtering.

A serverless dockerized application to streamline histological annotation of lung tissue, especially for ARDS studies.

Predict early treatment response and survival outcomes using RNA-seq and microarray gene expression data. Includes Kaplan–Meier survival analysis.

Classifying bird sounds using machine learning techniques.

Text-mined gene features outperform traditional methods for predicting anticancer drug response.

Using machine learning models and feature selection techniques to detect cancer.

Firefly tool to convert microscopic images (MRXS to SVS).

Using ML for cybersecurity threat detection.

Estimating gaze duration and location.

Developing hardware accelerators for bio-inspired networks.

A practical approach for estimating stochastic processes, even when likelihood functions are unknown.

Developing a system to verify user comments on Digikala using deep learning techniques.

Implementing different GAN architectures and training methodologies.

A novel approach to solving the MDS and MTDS problems efficiently.

Using Graph Neural Networks and classic approaches.

Detecting facial emotions with deep learning.

Cognitive and neural models for decision-making.

Assessing gender biases in job roles.

Studying time perception by measuring and comparing stimulus durations.

A neuropsychological test assessing cognitive flexibility, abstract thinking, and working memory.

Implementation of the SVD algorithm in C for efficient matrix factorization.

Designing a signal generator using ARM STM32 microcontrollers.

Designing a programmable timer in the 8086 assembly using Proteus.

A classic Pong game implemented in 8086 assembly using the Emu8086 framework.